Data Modelling Contracts in the North of England

Data Modelling
England > North of England

The following table provides summary statistics for contract job vacancies advertised in the North of England with a requirement for Data Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Modelling over the 6 months to 16 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
16 May 2024
Same period 2023 Same period 2022
Rank 47 89 80
Rank change year-on-year +42 -9 -13
Contract jobs citing Data Modelling 173 141 206
As % of all contract jobs advertised in the North of England 3.73% 2.52% 2.89%
As % of the Processes & Methodologies category 4.36% 2.79% 3.25%
Number of daily rates quoted 131 106 166
10th Percentile £406 £419 £363
25th Percentile £456 £463 £425
Median daily rate (50th Percentile) £525 £545 £525
Median % change year-on-year -3.67% +3.81% +5.00%
75th Percentile £588 £625 £619
90th Percentile £650 £700 £675
England median daily rate £550 £575 £575
% change year-on-year -4.35% - +10.58%
Number of hourly rates quoted 2 2 1
10th Percentile £40.42 £38.10 -
25th Percentile £44.72 £42.75 £17.18
Median hourly rate £53.91 £50.50 £18.35
Median % change year-on-year +6.76% +175.20% -16.59%
75th Percentile £62.34 £58.25 £19.53
90th Percentile £66.19 £62.90 -
England median hourly rate £45.00 £44.38 £60.50
% change year-on-year +1.41% -26.65% +164.31%

All Process and Methodology Skills
North of England

Data Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the North of England with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 3,971 5,062 6,331
As % of all contract IT jobs advertised in the North of England 85.53% 90.60% 88.77%
Number of daily rates quoted 2,420 3,499 4,622
10th Percentile £300 £300 £250
25th Percentile £401 £413 £386
Median daily rate (50th Percentile) £500 £500 £475
Median % change year-on-year - +5.26% +9.20%
75th Percentile £588 £600 £569
90th Percentile £675 £688 £650
England median daily rate £525 £550 £540
% change year-on-year -4.55% +1.85% +8.00%
Number of hourly rates quoted 365 201 266
10th Percentile £11.07 £10.63 £10.63
25th Percentile £12.50 £15.72 £13.56
Median hourly rate £17.72 £27.98 £19.12
Median % change year-on-year -36.67% +46.32% +5.90%
75th Percentile £45.00 £44.50 £36.75
90th Percentile £59.00 £65.00 £62.86
England median hourly rate £36.50 £36.00 £25.00
% change year-on-year +1.39% +44.00% +7.71%

Data Modelling
Job Vacancy Trend in the North of England

Job postings citing Data Modelling as a proportion of all IT jobs advertised in the North of England.

Job vacancy trend for Data Modelling in the North of England

Data Modelling
Contractor Daily Rate Trend in the North of England

3-month moving average daily rate quoted in jobs citing Data Modelling in the North of England.

Daily rate trend for Data Modelling in the North of England

Data Modelling
Daily Rate Histogram in the North of England

Daily rate distribution for jobs citing Data Modelling in the North of England over the 6 months to 16 May 2024.

Daily rate histogram for Data Modelling in the North of England

Data Modelling
Contractor Hourly Rate Trend in the North of England

3-month moving average hourly rates quoted in jobs citing Data Modelling in the North of England.

Hourly rate trend for Data Modelling in the North of England

Data Modelling
Hourly Rate Histogram in the North of England

Hourly rate distribution of jobs citing Data Modelling in the North of England over the 6 months to 16 May 2024.

Hourly rate histogram for Data Modelling in the North of England

Data Modelling
Contract Job Locations in the North of England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Modelling within the North of England region over the 6 months to 16 May 2024. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
North West +55 87 £525 +5.00% 51
Yorkshire +13 82 £507 -3.43% 25
North East -3 7 £415 -30.83% 11
Data Modelling
England

Data Modelling
Co-occurring Skills and Capabilities in the North of England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 17 (9.83%) Apache Spark
2 9 (5.20%) Apache
3 2 (1.16%) Apache Airflow
3 2 (1.16%) Confluence
4 1 (0.58%) Mendix
4 1 (0.58%) SharePoint
Applications
1 4 (2.31%) MS Visio
2 3 (1.73%) Microsoft Excel
Business Applications
1 9 (5.20%) SAP S/4HANA
2 5 (2.89%) SAP ERP
3 2 (1.16%) SAP CRM
3 2 (1.16%) SAP IS-U
4 1 (0.58%) Dynamics AX
4 1 (0.58%) Dynamics CRM
4 1 (0.58%) Misys Midas
4 1 (0.58%) SAP SD
4 1 (0.58%) SAP WM
4 1 (0.58%) Teamcenter
Cloud Services
1 51 (29.48%) Azure
2 38 (21.97%) AWS
3 24 (13.87%) Power Platform
4 23 (13.29%) GCP
5 14 (8.09%) Azure Data Factory
6 12 (6.94%) Amazon S3
7 10 (5.78%) Serverless
8 9 (5.20%) Cloud Computing
8 9 (5.20%) Snowflake
9 7 (4.05%) Azure Data Lake Analytics
9 7 (4.05%) Azure Synapse Analytics
10 6 (3.47%) Azure Stack
10 6 (3.47%) Dynamics 365
10 6 (3.47%) Microsoft Purview
11 3 (1.73%) PowerApps
11 3 (1.73%) SaaS
12 2 (1.16%) AWS Data Pipeline
12 2 (1.16%) AWS Lambda
12 2 (1.16%) GitHub
12 2 (1.16%) Power Automate
Communications & Networking
1 1 (0.58%) Internet
Database & Business Intelligence
1 42 (24.28%) Data Warehouse
2 34 (19.65%) Data Lake
3 24 (13.87%) Power BI
4 18 (10.40%) Amazon Redshift
4 18 (10.40%) Big Data
5 16 (9.25%) Hadoop
6 15 (8.67%) Metadata
6 15 (8.67%) Relational Database
7 13 (7.51%) BigQuery
8 12 (6.94%) Snowflake Schema
9 11 (6.36%) Tableau
10 10 (5.78%) Amazon Athena
11 9 (5.20%) Amazon RDS
11 9 (5.20%) SQL Server Integration Services
12 6 (3.47%) Data Mining
12 6 (3.47%) Flink
12 6 (3.47%) MySQL
12 6 (3.47%) SQL Server
13 4 (2.31%) Qlik Sense
13 4 (2.31%) SAP BW
Development Applications
1 16 (9.25%) Git
2 10 (5.78%) Jenkins
3 7 (4.05%) JIRA
4 5 (2.89%) ERwin
5 2 (1.16%) ER Studio
5 2 (1.16%) Visual Studio
6 1 (0.58%) PyCharm
6 1 (0.58%) Rational DOORS
6 1 (0.58%) RStudio
General
1 51 (29.48%) Social Skills
2 25 (14.45%) Public Sector
3 24 (13.87%) Analytical Skills
4 23 (13.29%) Finance
5 15 (8.67%) Pharmaceutical
6 11 (6.36%) Marketing
7 7 (4.05%) Influencing Skills
7 7 (4.05%) Manufacturing
8 6 (3.47%) Documentation Skills
8 6 (3.47%) Retail
9 5 (2.89%) Banking
10 4 (2.31%) Electronics
10 4 (2.31%) Health Technology
10 4 (2.31%) Telecoms
11 3 (1.73%) Law
11 3 (1.73%) Presentation Skills
12 1 (0.58%) Billing
12 1 (0.58%) Inclusion and Diversity
12 1 (0.58%) Local Government
12 1 (0.58%) Military
Job Titles
1 42 (24.28%) Developer
2 40 (23.12%) Architect
3 24 (13.87%) Data Architect
3 24 (13.87%) Data Engineer
4 19 (10.98%) Analyst
5 17 (9.83%) Senior
6 16 (9.25%) Data Analyst
7 12 (6.94%) Solutions Architect
8 9 (5.20%) Data Modeller
8 9 (5.20%) Data Scientist
9 8 (4.62%) Azure Data Engineer
9 8 (4.62%) Azure Engineer
9 8 (4.62%) Business Intelligence Developer
9 8 (4.62%) Data Manager
9 8 (4.62%) Senior Analyst
9 8 (4.62%) Senior Data Analyst
10 7 (4.05%) SAP Developer
11 6 (3.47%) Python Developer
11 6 (3.47%) SAP Analyst
11 6 (3.47%) SAP Data Analyst
Libraries, Frameworks & Software Standards
1 14 (8.09%) Kafka
2 9 (5.20%) AngularJS
2 9 (5.20%) HTML
3 8 (4.62%) XML
4 7 (4.05%) CSS
4 7 (4.05%) JSON
4 7 (4.05%) REST
5 6 (3.47%) FastAPI
5 6 (3.47%) Flask
5 6 (3.47%) PySpark
5 6 (3.47%) Spring Boot
6 5 (2.89%) Spring
6 5 (2.89%) Swagger
7 4 (2.31%) GraphQL
7 4 (2.31%) gRPC
7 4 (2.31%) JWT
7 4 (2.31%) OAuth
7 4 (2.31%) OpenAPI
7 4 (2.31%) RESTful
8 3 (1.73%) LDAP
Miscellaneous
1 17 (9.83%) Data Structures
2 15 (8.67%) Product Ownership
3 11 (6.36%) Reference Data
4 8 (4.62%) Data Protection Act
5 7 (4.05%) Management Information System
5 7 (4.05%) NHS
6 4 (2.31%) CMDB
6 4 (2.31%) Self-Motivation
6 4 (2.31%) Wiki
7 3 (1.73%) Virtual Team
8 2 (1.16%) Algorithms
8 2 (1.16%) Data Centre
8 2 (1.16%) Legacy Systems
9 1 (0.58%) Cloud Native
9 1 (0.58%) Distributed Systems
9 1 (0.58%) Low-Code
9 1 (0.58%) Onboarding
9 1 (0.58%) Renewable Energy
9 1 (0.58%) Solar Power
9 1 (0.58%) Team-Oriented Environment
Operating Systems
1 3 (1.73%) Unix
1 3 (1.73%) Windows
2 1 (0.58%) Linux
2 1 (0.58%) Windows Server
Processes & Methodologies
1 59 (34.10%) ETL
2 54 (31.21%) Data Governance
3 50 (28.90%) Analytics
4 41 (23.70%) Data Integration
5 40 (23.12%) Business Intelligence
5 40 (23.12%) Problem-Solving
6 37 (21.39%) Agile
7 30 (17.34%) Data Pipeline
8 29 (16.76%) Data Architecture
9 28 (16.18%) Data Analysis
10 27 (15.61%) Data Engineering
10 27 (15.61%) Visualisation
11 22 (12.72%) Data Science
11 22 (12.72%) Data Visualisation
12 21 (12.14%) Translating Business Requirements
13 20 (11.56%) Data Strategy
13 20 (11.56%) DevOps
14 19 (10.98%) Data Management
15 17 (9.83%) Data Protection
16 16 (9.25%) Stakeholder Management
Programming Languages
1 61 (35.26%) SQL
2 48 (27.75%) Python
3 27 (15.61%) Java
4 11 (6.36%) JavaScript
5 7 (4.05%) ABAP
5 7 (4.05%) PowerShell
5 7 (4.05%) Scala
6 4 (2.31%) Data Analysis Expressions
6 4 (2.31%) T-SQL
7 3 (1.73%) C++
7 3 (1.73%) Perl
7 3 (1.73%) R
8 2 (1.16%) C
9 1 (0.58%) Apex Code
9 1 (0.58%) Bash
9 1 (0.58%) C#
9 1 (0.58%) CQL
9 1 (0.58%) Rust
Qualifications
1 18 (10.40%) Degree
2 8 (4.62%) Security Cleared
3 7 (4.05%) Computer Science Degree
4 5 (2.89%) Master's Degree
4 5 (2.89%) SC Cleared
5 3 (1.73%) ITIL Certification
5 3 (1.73%) PMI Certification
5 3 (1.73%) PMP
6 2 (1.16%) AWS Certification
7 1 (0.58%) DV Cleared
7 1 (0.58%) Microsoft Certification
Quality Assurance & Compliance
1 31 (17.92%) Data Quality
2 15 (8.67%) GDPR
3 6 (3.47%) QA
4 5 (2.89%) Accessibility
5 4 (2.31%) HIPAA
6 1 (0.58%) GRC
6 1 (0.58%) MISRA
6 1 (0.58%) MISRA C
System Software
1 13 (7.51%) Docker
2 2 (1.16%) HDFS
3 1 (0.58%) Active Directory
Systems Management
1 13 (7.51%) Kubernetes
2 9 (5.20%) Terraform
3 3 (1.73%) Single Sign-On
Vendors
1 27 (15.61%) Microsoft
2 24 (13.87%) SAP
3 17 (9.83%) Google
4 14 (8.09%) Databricks
4 14 (8.09%) ServiceNow
5 8 (4.62%) Sparx
6 4 (2.31%) Ariba
6 4 (2.31%) Salesforce
7 3 (1.73%) Brio
8 2 (1.16%) IDERA
8 2 (1.16%) Oracle
8 2 (1.16%) Salesforce Marketing Cloud
8 2 (1.16%) Talend
9 1 (0.58%) Alteryx
9 1 (0.58%) Anaplan
9 1 (0.58%) Atlassian
9 1 (0.58%) Embarcadero
9 1 (0.58%) Intel
9 1 (0.58%) MicroStrategy
9 1 (0.58%) Teradata